{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import datetime\n",
    "\n",
    "# 获取当前日期和过去一年的时间范围\n",
    "end_date = datetime.datetime.now()\n",
    "end_date_str = end_date.strftime('%Y%m%d')\n",
    "# start_date_str = (end_date - datetime.timedelta(days=365)).strftime('%Y%m%d')\n",
    "\n",
    "yield_data_ary = [\n",
    "    # ak.bond_china_yield(start_date='20120101', end_date='20121231'),\n",
    "    # ak.bond_china_yield(start_date='20130101', end_date='20131231'),\n",
    "    # ak.bond_china_yield(start_date='20140101', end_date='20141231'),\n",
    "    ak.bond_china_yield(start_date='20150101', end_date='20151231'),\n",
    "    ak.bond_china_yield(start_date='20160101', end_date='20161231'),\n",
    "    ak.bond_china_yield(start_date='20170101', end_date='20171231'),\n",
    "    ak.bond_china_yield(start_date='20180101', end_date='20181231'),\n",
    "    ak.bond_china_yield(start_date='20190101', end_date='20191231'),\n",
    "    ak.bond_china_yield(start_date='20200101', end_date='20201231'),\n",
    "    ak.bond_china_yield(start_date='20210101', end_date='20211231'),\n",
    "    ak.bond_china_yield(start_date='20220101', end_date='20221231'),\n",
    "    ak.bond_china_yield(start_date='20230101', end_date='20231231'),\n",
    "    ak.bond_china_yield(start_date='20240101', end_date='20241231'),\n",
    "    ak.bond_china_yield(start_date='20250101', end_date=end_date_str),\n",
    "]\n",
    "\n",
    "\n",
    "# 获取十年期国债收益率数据\n",
    "yield_data = pd.concat(yield_data_ary, ignore_index=True)\n",
    "yield_data = yield_data[yield_data['曲线名称'] == '中债国债收益率曲线']  # 筛选出国债收益率数据\n",
    "yield_data = yield_data[['日期', '10年']]  # 只保留日期和10年期国债收益率的数据\n",
    "yield_data['日期'] = pd.to_datetime(yield_data['日期'])\n",
    "yield_data.set_index('日期', inplace=True)\n",
    "\n",
    "# 获取上证指数数据\n",
    "sh_index = ak.stock_zh_index_daily(symbol=\"sh000001\")  # 上证指数代码\n",
    "sh_index['date'] = pd.to_datetime(sh_index['date'])\n",
    "sh_index.set_index('date', inplace=True)\n",
    "\n",
    "# 计算十年期国债的价格\n",
    "def bond_price(face_value, coupon_rate, years, yield_rate):\n",
    "    \"\"\"\n",
    "    使用净现值法计算国债价格\n",
    "    \n",
    "    :param face_value: 国债面值\n",
    "    :param coupon_rate: 票面利率\n",
    "    :param years: 到期年数\n",
    "    :param yield_rate: 到期收益率（折现率）\n",
    "    :return: 国债价格\n",
    "    \"\"\"\n",
    "    # 每年的利息支付（票息）\n",
    "    coupon_payment = face_value * coupon_rate\n",
    "    \n",
    "    # 计算每期现金流的现值\n",
    "    cash_flows = [coupon_payment / (1 + yield_rate) ** t for t in range(1, years + 1)]\n",
    "    \n",
    "    # 计算最后一年的本金偿还的现值\n",
    "    cash_flows.append(face_value / (1 + yield_rate) ** years)\n",
    "    \n",
    "    # 总现值即为国债的价格\n",
    "    price = np.sum(cash_flows)\n",
    "    return price\n",
    "\n",
    "# 假设国债的参数\n",
    "face_value = 100  # 面值 100元\n",
    "coupon_rate = 0.03  # 票面利率 3%\n",
    "years = 10  # 到期年数 10年\n",
    "\n",
    "# 计算每个日期对应的十年期国债价格\n",
    "yield_data['10年价格'] = yield_data['10年'].apply(lambda x: bond_price(face_value, coupon_rate, years, x / 100))\n",
    "\n",
    "# 将上证指数数据的开始时间与十年期国债价格数据一致\n",
    "start_date = yield_data.index.min()  # 获取十年期国债价格数据的最早日期\n",
    "sh_index = sh_index[sh_index.index >= start_date]  # 过滤上证指数数据，使其从十年期国债的开始时间开始\n",
    "\n",
    "# 创建图形对象\n",
    "fig, ax1 = plt.subplots(figsize=(18, 6))\n",
    "\n",
    "# 绘制十年期国债价格（左侧Y轴）\n",
    "ax1.plot(yield_data.index, yield_data['10年价格'], label='10年期国债价格', color='green')\n",
    "ax1.set_xlabel('日期')\n",
    "ax1.set_ylabel('国债价格 (元)', color='green')\n",
    "ax1.tick_params(axis='y', labelcolor='green')\n",
    "ax1.set_title('十年期国债价格与上证指数')\n",
    "\n",
    "# 创建右侧的y轴，绘制上证指数\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(sh_index.index, sh_index['close'], label='上证指数', color='blue')\n",
    "ax2.set_ylabel('指数点位', color='blue')\n",
    "ax2.tick_params(axis='y', labelcolor='blue')\n",
    "\n",
    "# 显示图例\n",
    "fig.tight_layout()  # 调整布局以避免重叠\n",
    "plt.show()\n"
   ]
  }
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